Accern - ESG Insights & Analytics for US Companies (AI powered, web data)

Metrics: - History from Dec 2014 - US Companies - Companies are mapped using Bloomberg FIGIs and Tickers. **Events and Company coverage can be extended if required** ESG Events Covered: - Environment (EPA, Clean Ecosystem, Carbon Footprint, Climate Change) - Social (Workplace Health & Safety, Human Rights, Community Relations, Misconduct, Civil Society, Labor Union) - Governance (Reorganization, Position, Executive Compensation, Compliance, Corporate Events, Audit Committee) Methodology: Accern's ESG NLP model has been trained to understand the mentions of ESG events in text documents and uses Accern's knowledge graph. The model identifies only highly relevant articles and passages that contain discussions of ESG issues. For each passage, the model then computes an ESG sentiment along with a number of other analytics. Key Fields: entity_name event_relevance event_sentiment event_text harvested_at event event_group doc_url

搜集汇总

背景与挑战

背景概述

该数据集利用AI和网络数据，提供自2014年12月起美国公司的ESG洞察与分析，覆盖环境、社会、治理三大类事件。通过Accern的NLP模型和知识图谱，从文本中识别高度相关的ESG事件并计算情感倾向等指标，公司实体以Bloomberg FIGIs和Tickers进行映射。